README.md

metadata

title: OmegaCode — Holographic Master Code Demo
emoji: 🧬
colorFrom: indigo
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
license: mit

OmegaCode — Holographic Master Code Demo

A research-oriented, physics-inspired neural prototype with an α-sensitive stability control and interference-based visualization.

Live visual summary

What this Space shows

• a lightweight Master Code Ψ prototype
• an effective α parameter that modulates phase and stability
• a training-loss visualization that changes near the nominal α value
• a double-slit analogue showing how phase coherence affects interference visibility

How to use the demo

Move the α slider and compare:

• the training curve
• the interference pattern
• the model diagnostics panel

The demo updates interactively when you change α, epoch count, or input noise.

Important note

This is an experimental research prototype and not a validated physical theory.
It is designed as a conceptual, physics-inspired demo for learning and exploration.

How to run locally

pip install -r requirements.txt
python app.py

Files

• app.py — Gradio interface with interactive α control
• model.py — lightweight demo model and synthetic curves
• assets/loss_curve.png — static visualization for the README
• assets/interference_diagram.png — double-slit analogue for the README
• requirements.txt — dependencies